Datasets:
ICICLE-AI
/
ResourceEstimation_HLOGenCNN

Dataset card Data Studio Files
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7
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80
32
hbm2
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7
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32
hbm2
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80
32
hbm2
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24
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7
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32
hbm2
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7
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80
32
hbm2
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24
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48
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Tesla
7
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80
32
hbm2
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38
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50
44.02
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Nvidia
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7
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80
32
hbm2
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38
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Nvidia
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Tesla
7
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80
32
hbm2
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640
38
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51
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Nvidia
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Tesla
7
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80
32
hbm2
1,130
640
55
12.81
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53
45.55
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
51
13.55
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52
45.83
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
53
12.91
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54
45.8
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.74
33
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48
44.11
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.68
48
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44
42.52
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.7
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42
41.18
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
13
0.73
100
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41
40.16
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
15
0.88
100
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40
39.9
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.86
100
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40
38.84
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
17
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50
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40
38.88
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
12
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35
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40
39.02
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
14
0.69
67
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40
38.27
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224
224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.72
100
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39
38.11
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1
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224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
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80
32
hbm2
1,130
640
17
0.59
55
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39
37.78
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224
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
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100
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39
38
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10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.7
49
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39
38.11
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10
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.82
100
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39
37.71
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10
224
224
3
10
sgd
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.8
100
4.27
39
38.02
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10
224
224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
0.48
56
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38
37.75
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10
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.9
100
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39
37.9
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10
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
9
0.76
100
4.31
39
38.08
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10
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224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.43
71
6.21
40
37.83
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr001_4927
10
224
224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.42
100
6.67
40
38.13
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b4_lr0001_1347
10
224
224
3
10
sgd
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.44
100
6.5
40
38.06
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr01_2599
10
224
224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.81
100
7.88
40
38.62
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr001_1111
10
224
224
3
10
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.86
100
7.84
40
39.08
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e1_b8_lr0001_3082
10
224
224
3
10
sgd
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8
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20.97
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.94
100
8.47
40
38.38
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr01_2754
10
224
224
3
10
sgd
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model-npz/MobileNetV2_optsgd_s10_e2_b1_lr001_6195.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.83
100
4.47
39
38.51
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr001_2256
10
224
224
3
10
sgd
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1
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
0.84
100
4.61
39
37.24
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b1_lr0001_1867
10
224
224
3
10
sgd
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Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
0.65
40
2.77
39
37.77
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr01_3121
10
224
224
3
10
sgd
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2
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model-npz/MobileNetV2_optsgd_s10_e2_b2_lr001_1588.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
11
0.7
31
2.48
39
38
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10
224
224
3
10
sgd
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2
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model-npz/MobileNetV2_optsgd_s10_e2_b2_lr0001_2033.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
13
0.83
100
4.69
38
37.94
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b2_lr0001_8571
10
224
224
3
10
sgd
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2
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19.63
model-npz/MobileNetV2_optsgd_s10_e2_b2_lr00001_1482.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
10
0.92
100
4.94
39
38.1
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr01_2581
10
224
224
3
10
sgd
2
4
0.01
2.15.1
12.2
3.46
10.38
20.81
model-npz/MobileNetV2_optsgd_s10_e2_b4_lr001_2477.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.69
100
7.39
39
37.65
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr001_2320
10
224
224
3
10
sgd
2
4
0.001
2.15.1
12.2
3.47
10.43
20.9
model-npz/MobileNetV2_optsgd_s10_e2_b4_lr0001_1884.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.32
100
6.28
39
37.92
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b4_lr0001_8273
10
224
224
3
10
sgd
2
4
0.0001
2.15.1
12.2
3.49
10.47
20.98
model-npz/MobileNetV2_optsgd_s10_e2_b4_lr00001_2703.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.28
68
4.72
40
38.25
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr01_2728
10
224
224
3
10
sgd
2
8
0.01
2.15.1
12.2
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10.4
20.83
model-npz/MobileNetV2_optsgd_s10_e2_b8_lr001_2464.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
20
1.62
63
5.62
40
38.49
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr001_2199
10
224
224
3
10
sgd
2
8
0.001
2.15.1
12.2
5.11
10.23
20.5
model-npz/MobileNetV2_optsgd_s10_e2_b8_lr0001_5235.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
18
1.58
68
6.33
40
39.1
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e2_b8_lr0001_2549
10
224
224
3
10
sgd
2
8
0.0001
2.15.1
12.2
5.25
10.52
21.08
model-npz/MobileNetV2_optsgd_s10_e2_b8_lr00001_3052.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
1.64
100
7.02
40
38.32
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr01_2110
10
224
224
3
10
sgd
5
1
0.01
2.15.1
12.2
0.42
4.25
21.29
model-npz/MobileNetV2_optsgd_s10_e5_b1_lr001_5674.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.8
100
4.62
39
38.54
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr001_9972
10
224
224
3
10
sgd
5
1
0.001
2.15.1
12.2
0.42
4.23
21.19
model-npz/MobileNetV2_optsgd_s10_e5_b1_lr0001_8059.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.75
56
3.79
39
38.23
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b1_lr0001_1375
10
224
224
3
10
sgd
5
1
0.0001
2.15.1
12.2
0.42
4.26
21.34
model-npz/MobileNetV2_optsgd_s10_e5_b1_lr00001_9521.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
12
0.72
41
2.89
39
38.11
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr01_2194
10
224
224
3
10
sgd
5
2
0.01
2.15.1
12.2
0.81
4.05
20.3
model-npz/MobileNetV2_optsgd_s10_e5_b2_lr001_3205.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.84
41
3.2
40
38.71
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr001_3248
10
224
224
3
10
sgd
5
2
0.001
2.15.1
12.2
0.81
4.07
20.39
model-npz/MobileNetV2_optsgd_s10_e5_b2_lr0001_1777.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
0.81
100
4.63
40
38.9
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b2_lr0001_3134
10
224
224
3
10
sgd
5
2
0.0001
2.15.1
12.2
0.81
4.07
20.4
model-npz/MobileNetV2_optsgd_s10_e5_b2_lr00001_8500.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
6
0.67
100
4.51
39
38.16
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr01_6291
10
224
224
3
10
sgd
5
4
0.01
2.15.1
12.2
1.41
4.25
21.29
model-npz/MobileNetV2_optsgd_s10_e5_b4_lr001_1535.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
1.37
100
6.28
40
38.28
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr001_1785
10
224
224
3
10
sgd
5
4
0.001
2.15.1
12.2
1.43
4.29
21.51
model-npz/MobileNetV2_optsgd_s10_e5_b4_lr0001_1384.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
19
1.79
100
7.94
40
37.96
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b4_lr0001_3950
10
224
224
3
10
sgd
5
4
0.0001
2.15.1
12.2
1.42
4.26
21.37
model-npz/MobileNetV2_optsgd_s10_e5_b4_lr00001_2989.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.55
70
6.17
40
38.26
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr01_9838
10
224
224
3
10
sgd
5
8
0.01
2.15.1
12.2
2.11
4.23
21.21
model-npz/MobileNetV2_optsgd_s10_e5_b8_lr001_2998.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
14
1.71
100
7.2
40
38.6
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr001_1611
10
224
224
3
10
sgd
5
8
0.001
2.15.1
12.2
2.2
4.42
22.14
model-npz/MobileNetV2_optsgd_s10_e5_b8_lr0001_2135.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.4
100
6.3
40
38.85
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e5_b8_lr0001_1776
10
224
224
3
10
sgd
5
8
0.0001
2.15.1
12.2
2.11
4.22
21.15
model-npz/MobileNetV2_optsgd_s10_e5_b8_lr00001_2989.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
17
1.56
69
5.75
41
39.13
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr01_5731
10
224
224
3
10
sgd
10
1
0.01
2.15.1
12.2
0.23
2.33
23.36
model-npz/MobileNetV2_optsgd_s10_e10_b1_lr001_1510.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.86
100
5.08
39
39
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr001_2075
10
224
224
3
10
sgd
10
1
0.001
2.15.1
12.2
0.23
2.33
23.39
model-npz/MobileNetV2_optsgd_s10_e10_b1_lr0001_2318.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.96
100
5.39
39
38.74
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b1_lr0001_1797
10
224
224
3
10
sgd
10
1
0.0001
2.15.1
12.2
0.23
2.32
23.22
model-npz/MobileNetV2_optsgd_s10_e10_b1_lr00001_1728.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
16
0.86
100
4.7
40
38.86
MobileNetV2_architecture_optsgd_s10_ipd224x224x3_opd10_e10_b2_lr01_3562
10
224
224
3
10
sgd
10
2
0.01
2.15.1
12.2
0.42
2.12
21.25
model-npz/MobileNetV2_optsgd_s10_e10_b2_lr001_3205.npz
Nvidia
Tesla V100S-PCIE-32GB
Tesla
7
5,120
80
32
hbm2
1,130
640
15
0.85
100
4.69
39
38.56